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Applying Hugging Face Machine Learning Pipelines in JavaScript-01.png

hugging-face-app-final.tar.gz

Hugging Face Demo App

The Hugging Face Inference API can be used to perform various NLP and CV related tasks such as summarization, classification, object detection, and image segmentation.

In this course, you'll first get an introduction to the Hugging Face Inference API and the different endpoints it offers. Then, you'll be provided with a step-by-step guide on how to sign up for an account and retrieve the API key. Further, you'll be provided a hands-on guide on performing various NLP tasks, including text classification, generation, summarization, translation, generation, and others. You'll also be introduced to other endpoints to perform image classification, object detection, and image segmentation using the Hugging Face Inference API. At the end of the course, you’ll get hands-on experience integrating the API endpoints into a fully functional React application.

By the time you're done with this course, you'll be able to work with Hugging Face Inference API in your projects.

Exploring the Hugging Face Inference API in JavaScript

Learn to identify sentence similarity using the Hugging Face Inference API.

Introduction

NLP

Computer Vision

APIs Integration in React

Conclusion

Text Similarity

Find text similarity using the API